The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 11, 2022

Filed:

Nov. 10, 2020
Applicant:

Nec Laboratories America, Inc., Princeton, NJ (US);

Inventors:

Samuel Schulter, New York, NY (US);

Gaurav Sharma, Newark, CA (US);

Yi-Hsuan Tsai, Santa Clara, CA (US);

Manmohan Chandraker, Santa Clara, CA (US);

Xiangyun Zhao, San Jose, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06K 9/00 (2006.01); G06N 3/04 (2006.01); G06K 9/20 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6257 (2013.01); G06K 9/00805 (2013.01); G06K 9/2054 (2013.01); G06K 9/6293 (2013.01); G06N 3/04 (2013.01);
Abstract

Methods and systems for object detection include training dataset-specific object detectors using respective annotated datasets, each of the annotated datasets including annotations for a respective set of one or more object classes. The annotated datasets are cross-annotated using the dataset-specific object detectors. A unified object detector is trained, using the cross-annotated datasets, to detect all of the object classes of the annotated datasets. Objects are detected in an input image using the unified object detector.


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